Information-Theoretic Tools for Mining Database Structure from Large Data Sets.
Periklis AndritsosRenée J. MillerPanayiotis TsaparasPublished in: SIGMOD Conference (2004)
Keyphrases
- information theoretic
- database
- mutual information
- information theory
- data sets
- theoretic framework
- relative entropy
- kullback leibler divergence
- information theoretic measures
- jensen shannon divergence
- log likelihood
- text mining
- computational learning theory
- entropy measure
- information bottleneck
- multi modality
- minimum description length
- relational databases
- data mining
- pattern mining
- distance measure
- similarity measure